Integrative Scoring System for Survival Prediction in Patients With Locally Advanced Nasopharyngeal Carcinoma: A Retrospective Multicenter Study.

Bin ZhangChun LuoXiao ZhangJing HouShuyi LiuMingyong GaoLu ZhangZhe JinQiuying ChenXiaoping YuShuixing Zhang

Published in: JCO clinical cancer informatics (2023)

We established and validated a prognostic system integrating clinical data and deep learning to provide an individual prediction of survival for patients with locally advanced NPC, which might inform clinicians in treatment decision making.

Keyphrases

locally advanced
rectal cancer
neoadjuvant chemotherapy
squamous cell carcinoma
deep learning
decision making
radiation therapy
phase ii study
free survival
electronic health record
machine learning
artificial intelligence
clinical trial